{"id":"W2337723047","doi":"","title":"Utilization and cost comparison of current and optimal prescribing of nonsteroidal antiinflammatory drugs in Quebec, Canada.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Medical prescription; Celecoxib; Rofecoxib; Guideline; Internal medicine; Reimbursement; Pharmacology; Cyclooxygenase; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008103985,0.0003621696,0.0002877319,0.001015376,0.0006506453,0.0009924542,0.0009381258,0.0005396725,0.003316805],"category_scores_gemma":[0.004190681,0.0002305606,0.0006461334,0.00240031,0.0003543796,0.000400335,0.0003660315,0.0003842758,0.0001618282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06796472,"about_ca_system_score_gemma":0.02407602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99308,"about_ca_topic_score_gemma":0.9926378,"domain_scores_codex":[0.9991573,0.0001631645,0.00006044575,0.0001290656,0.0002740129,0.000215987],"domain_scores_gemma":[0.9975893,0.0003915513,0.0005776004,0.00004934027,0.001066649,0.0003255316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008791857,0.0001492803,0.938387,0.0002804911,0.0005106854,0.0002344293,0.0001492479,0.02996873,0.0002318396,0.0009860331,0.005937966,0.02228519],"study_design_scores_gemma":[0.0001325424,0.0001223121,0.9628814,0.0001016756,0.0001510495,0.0001112983,0.0003196155,0.03325931,0.000180089,0.000105646,0.002605788,0.00002927043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646142,0.003186525,0.0005728619,0.001009172,0.00001936321,0.0001420858,0.02589973,0.00003884835,0.004517174],"genre_scores_gemma":[0.9941627,0.0003833494,0.0004380235,0.00009403094,0.000004066437,0.00002283005,0.004247443,0.000004137152,0.0006433866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06796472,"threshold_uncertainty_score":0.4931208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457028448097787,"score_gpt":0.2560486214465768,"score_spread":0.2314783369655989,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}